Metadata-Version: 2.4
Name: simplicio-prompt
Version: 1.13.2
Summary: Tuple-Space + Yool safe-speed runtime kernel: lazy 1,000,000+ subagent batch_spawn, adaptive lane concurrency, and a dependency-free OpenAI-compatible provider client for real subagents on DeepSeek / MiMo / OpenRouter / local LLMs.
Author: Wesley Simplicio
License: MIT
Project-URL: Homepage, https://github.com/wesleysimplicio/simplicio-prompt
Project-URL: Repository, https://github.com/wesleysimplicio/simplicio-prompt
Project-URL: Issues, https://github.com/wesleysimplicio/simplicio-prompt/issues
Keywords: claude,subagents,tuple-space,yool,hamt,runtime,ai-agents,prompt,deepseek,mimo,openrouter,ollama,llm
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Dynamic: license-file

<h1 align="center">simplicio-prompt</h1>

<p align="center">
  <strong>Tuple-space runtime for real subagent fan-out, consensus, cache-aware prompts, and cost-aware AI execution.</strong><br />
  <em>Commands stay in English so they can be copied exactly.</em>
</p>

<p align="center">
<a href="https://github.com/wesleysimplicio/simplicio-prompt/stargazers"><img alt="GitHub stars" src="https://img.shields.io/github/stars/wesleysimplicio/simplicio-prompt?style=flat-square" /></a>
<a href="https://pypi.org/project/simplicio-prompt/"><img alt="PyPI" src="https://img.shields.io/pypi/v/simplicio-prompt.svg?style=flat-square" /></a>
<a href="https://www.npmjs.com/package/simplicio-prompt"><img alt="npm" src="https://img.shields.io/npm/v/simplicio-prompt.svg?style=flat-square" /></a>
<a href="LICENSE"><img alt="License" src="https://img.shields.io/badge/license-MIT-yellow?style=flat-square" /></a>
</p>

<p align="center">
<a href="README.md">English</a> | <a href="READMEs/README.pt-BR.md">Português</a> | <a href="READMEs/README.es-ES.md">Español</a> | <a href="READMEs/README.ja-JP.md">日本語</a> | <a href="READMEs/README.ko-KR.md">한국어</a> | <a href="READMEs/README.zh-CN.md">简体中文</a> | <a href="READMEs/README.it-IT.md">Italiano</a> | <a href="READMEs/README.fr-FR.md">Français</a> | <a href="READMEs/README.ru-RU.md">Русский</a> | <a href="READMEs/README.pl-PL.md">Polski</a> | <a href="READMEs/README.hi-IN.md">हिन्दी</a> | <a href="READMEs/README.ar-SA.md">العربية</a> | <a href="READMEs/README.he-IL.md">עברית</a> | <a href="READMEs/README.ms-MY.md">Bahasa Melayu</a> | <a href="READMEs/README.id-ID.md">Bahasa Indonesia</a>
</p>

<p align="center">
  <img src="docs/assets/simplicio-prompt-hero.jpg" alt="simplicio-prompt preview" width="860" />
</p>

---

## The short version

Tuple-space runtime for real subagent fan-out, consensus, cache-aware prompts, and cost-aware AI execution.

## Quick Start

```bash
pip install -U simplicio-prompt
simplicio-subagents --help
npm install simplicio-prompt
```

## What it does

- Separates task contract from execution strategy.
- Runs fan-out profiles from quick to 600-lane max breadth.
- Writes reusable JSON/Markdown evidence reports for orchestrators.
- Keeps the kernel dependency-free for Python runtime usage.

## Why this README is built to earn attention

- clear first-screen promise
- language links before installation
- badges and a visual hero for fast trust
- copy-ready quick start
- proof before long reference material
- star history for social proof

## How it works

```mermaid
flowchart LR
  mapper["simplicio-mapper
repo context"] --> current["simplicio-prompt
this project"]
  prompt["simplicio-prompt
reasoning runtime"] --> current
  current --> evidence["validated evidence
tests, docs, screenshots"]
  current --> sprint["simplicio-sprint
delivery loop"]
```

## Proof and validation

- The package is dual-published to PyPI and npm.
- The fan-out runtime is used by Simplicio CLI and SendSprint planning paths.
- Changelog documents local Ollama defaults and real-stack evidence routing.

## Simplicio ecosystem

- [simplicio-mapper](https://github.com/wesleysimplicio/simplicio-mapper) supplies repo context before interpretation.
- [simplicio-cli](https://github.com/wesleysimplicio/simplicio-dev-cli) executes focused code tasks with verification.
- [simplicio-prompt](https://github.com/wesleysimplicio/simplicio-prompt) provides fan-out and consensus runtime patterns.
- [simplicio-sprint](https://github.com/wesleysimplicio/simplicio-sprint) turns cards into draft PR delivery loops.

## Documentation standard

- [YOOL_TUPLE_HAMT.md](YOOL_TUPLE_HAMT.md)
- [CONTRIBUTING.md](CONTRIBUTING.md)
- [docs/readme-globalization-standard.md](docs/readme-globalization-standard.md)

## Star History

<a href="https://www.star-history.com/#wesleysimplicio/simplicio-prompt&Date">
  <picture>
    <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=wesleysimplicio/simplicio-prompt&type=Date&theme=dark" />
    <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=wesleysimplicio/simplicio-prompt&type=Date" />
    <img alt="Star History Chart" src="https://api.star-history.com/svg?repos=wesleysimplicio/simplicio-prompt&type=Date" />
  </picture>
</a>

## License

MIT. See [LICENSE](LICENSE).
